Efficient Deep Neural Network Serving: Fast and Furious.

IEEE Transactions on Network and Service Management(2018)

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摘要
The emergence of deep neural networks (DNNs) as a state-of-the-art machine learning technique has enabled a variety of artificial intelligence applications for image recognition, speech recognition and translation, drug discovery, and machine vision. These applications are backed by large DNN models running in serving mode on a cloud computing infrastructure to process client inputs such as images...
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关键词
Parallel processing,Computational modeling,Neurons,Servers,Load modeling,Neural networks,Benchmark testing
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